A unified tool-learning pipeline (22k tools, 390k hybrid trajectories, QAOA eval) lets fine-tuned Qwen3-8B reach 93% single-turn Strict Precision under Hybrid-20, beating GPT/Gemini/Claude.
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UniToolCall: Unifying Tool-Use Representation, Data, and Evaluation for LLM Agents
A unified tool-learning pipeline (22k tools, 390k hybrid trajectories, QAOA eval) lets fine-tuned Qwen3-8B reach 93% single-turn Strict Precision under Hybrid-20, beating GPT/Gemini/Claude.